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The AI Future No One Wants to Talk About

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In today’s video I speculate about the future of artificial intelligence.

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#ai #technology

Don’t forget about thrombosis in acute promyelocytic leukemia

Firstly, why examine the role of thromboembolic disease in APL when serious bleeding is essentially universal? Thromboembolic episodes are more common than may be appreciated in this setting. The 16% incidence of thromboembolic events observed by Rodriguez-Viega and co-workers is higher than the 12% found in patients with acute myeloid leukemia.5 Furthermore, the major cause of treatment failure in APL is early death and the development of clotting is associated with early death. Early death in APL occurs most frequently during the first 24–48 hours after presentation. Understandably, very few, if any, of such patients are enrolled on clinical trials. Enrollment on a trial would facilitate further insights into thromboembolic events and may pave the way for prevention and therapeutic intervention.

Secondly, why are patients with APL predisposed to develop thrombosis? After all, the disease is infamous for its life-threatening and potentially catastrophic bleeding. This prominent characteristic was recognized by Dr. Leif Hillstad, who is credited with the first description of APL as a distinct clinical entity in 1957.6 Acute promyelocytic leukemia cells are associated with the release of plasminogen activator inhibitor-1, tissue factor, and TNFα. These proteins, together with a decrease in thrombomodulin which functions as an anticoagulant by binding to thrombin, favor the balance towards thromboembolic events7 (Figure 1). Alternatively, with the generation of annexin II, plasminogen activators, and podoplanin, a transmembrane protein which interacts with cell lectin superfamily 2 (CLEC-2) on platelets to induce platelet aggregation and adhesion to lymphatic vessels,8 bleeding is much more commonly present. Furthermore, direct proteolysis of fibrinogen and von Willebrand factor contributes to bleeding. This compilation of processes explains why some patients with APL have bleeding while others have thromboembolic episodes and some have both depending on the balance of procoagulant and anticoagulant proteins. However, bleeding, usually clinically manifested by large ecchymoses on the trunk and extremities, is the major hallmark of the disease.

Finally, how can thromboembolic events in APL be prevented? The most important thing is to maintain a high level of suspicion. The report by Rodriguez-Veiga and co-workers reminds us to be vigilant for the possibility of thromboembolic events in patients with APL. The risk of thrombosis was 1.4% among low-risk patients (presenting WBC 40×109/L), 4.9% for intermediate-risk patients (WBC 10×109/L and platelet count 10×109/L). In contemporary practice, low-and intermediate-risk groups are combined since outcomes among these patients proved to be similar.

What really controls water chemistry in nanoscale spaces

Water is the most studied molecule on Earth, yet a surprisingly basic question has gone unanswered for decades: When water is squeezed into gaps just a few molecules wide—as happens inside nanoscale pores, membranes and biological channels—does it become more or less chemically reactive?

This matters because water’s most fundamental chemical property is its ability to split into two charged species, H₃O⁺ (the hydronium ion) and OH⁻ (the hydroxide ion). This reaction defines the pH, a measure of how acidic or alkaline (basic) a solution is, and underpins all of acid-base chemistry, from how enzymes work in your cells to how electrodes function in batteries.

Through this research, the scientists wanted to understand whether (and how) confining water to nanometer-scale spaces affects this behavior.

Advances in materials science are helping unlock secrets of nanomaterials

New instruments on the horizon promise the most precise tools yet to study and experiment on the smallest and most complex materials ever manufactured. In a paper published in the journal Nature Materials, University of Cincinnati assistant professor Hanxun Jin highlighted advances in ultrasensitive technology to measure and manipulate some of the tiniest nanomaterials used in manufacturing, aerospace, medicine and more.

And when Jin says tiny, he means really tiny. Semiconductor nanocrystals called quantum dots that are used in TV screens are so small they’re considered zero-dimensional. That makes the field of nanomaterials characterization a particularly exciting one, Jin said.

Defect detection automated in diamond, other advanced semiconductors

Materials scientists at Rice University have developed a new workflow methodology for measuring microscopic defects in diamond and other advanced semiconductor materials. By making it easier to spot flaws that can undermine performance, the approach could accelerate the development of more reliable electronic and quantum devices.

The research team developed a custom Python-based software tool to rapidly analyze data from high-resolution X-ray diffraction, a technique that uses X-rays to probe a material’s internal crystal structure. The software analyzes the resulting diffraction patterns, picks up on dislocations and irregularities in the atomic lattice, and calculates their density in a given material.

“Dislocations can disrupt how charge and heat move through the material, which impacts how efficient and reliable a device is and how easy it is to manufacture at scale,” said Xiang Zhang, assistant research professor of materials science and nanoengineering at Rice and a corresponding author on the study published in Advanced Materials.

Non-Hermitian geometry reveals when quantum amplification depends only on start and end points

In quantum mechanics, the geometry of quantum states has emerged as a powerful framework for understanding phenomena ranging from electrical conductivity to superconductivity. One research direction aims to extend these geometric concepts to non-Hermitian quantum mechanics—where systems can exchange energy with their environment—including the generalization of the Berry phase, a key geometric quantity, to the non-Hermitian case.

However, many geometric properties unique to non-Hermitian quantum mechanics remain poorly understood.

“We knew geometry played a central role in ordinary quantum mechanics, but what genuinely new geometric effects might emerge in the non-Hermitian case was far from clear,” explains Tomoki Ozawa, a theoretical physicist at AIMR. “We wanted to identify geometric phenomena that are truly intrinsic to non-Hermitian quantum mechanics.”

New oral heart failure drug appears to be safe and well tolerated in 58-patient early clinical trial

An early clinical study shows that a new oral drug is safe and well tolerated in patients with chronic heart failure. The study, led by researchers at Karolinska Institutet, has been published in The Lancet.

Heart failure with reduced pumping capacity means that the heart struggles to pump blood effectively around the body. Despite current treatments, many patients’ conditions worsen over time, and existing drugs that strengthen the heart’s contractions can cause serious side effects, such as heart rhythm disturbances and effects on blood pressure.

In the study, researchers investigated a new drug, AC01, which targets the body’s ghrelin receptor. Ghrelin is a hormone that influences metabolism and growth hormone release, and its receptor is also found in heart muscle. AC01 is intended to strengthen the heart’s pumping ability through a different biological mechanism from traditional heart-stimulating drugs, thereby reducing the risk of side effects.

Did Physics Just Lose a Brilliant Idea?

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One of the most popular ideas in physics right now is something named “ER = EPR.” This theory has it that entangled particles are actually linked by tiny, tiny wormholes. Recently, a group of physicists tested the idea – let’s take a look at their findings.

👕T-shirts, mugs, posters and more: ➜ https://sabines-store.dashery.com/
💌 Support me on Donorbox ➜ https://donorbox.org/swtg.
👉 Transcript with links to references on Patreon ➜ / sabine.
📝 Transcripts and written news on Substack ➜ https://sciencewtg.substack.com/
📩 Free weekly science newsletter ➜ https://sabinehossenfelder.com/newsle
👂 Audio only podcast ➜ https://open.spotify.com/show/0MkNfXl
🔗 Join this channel to get access to perks ➜
/ @sabinehossenfelder.
📚 Buy my book ➜ https://amzn.to/3HSAWJW

#science #sciencenews #physics

Breastfeeding may protect against ADHD symptoms

A new study from the University of Bergen shows an association between breastfeeding up to 6 months of age and a reduced risk of ADHD symptoms from ages 3 to 8.

Breast milk is the primary source of nutrition for infants. It is uniquely tailored for the child and contains numerous components beneficial for growth and brain development, including long-chain fatty acids, amino acids, antibodies and beneficial bacteria.

“It is well established that psychiatric symptoms and disorders can be influenced by both genetic and environmental factors,” says Berit Skretting Solberg, psychiatrist and researcher at the Department of Biomedicine, University of Bergen, and senior consultant at Betanien Hospital.

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